AI & Machine Learning Services for Eganstown Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Eganstown or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Eganstown services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Eganstown or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a multidisciplinary engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Eganstown, Victoria, Australia. With our headquarters based in this remarkable region, we're uniquely positioned to understand the unique challenges and opportunities faced by local industries.

For over two decades, our team of experts has been helping businesses navigate an ever-changing landscape, providing reliable and innovative solutions that drive growth and success. Our capabilities are not limited by industry or geography; we operate throughout Australia, serving businesses in Eganstown, Victoria, Australia, and beyond. Whether you're looking to develop a new product, optimize existing operations, or simply need expertise to overcome a specific challenge, COLETEK is here to support your journey.

What sets us apart is our collaborative approach, fostering long-term relationships built on trust, open communication, and mutual respect. We believe in the power of human connection and understanding, which allows us to provide tailored solutions that meet the unique needs of each client. Our commitment to engineering excellence, combined with our capacity for innovation, enables us to deliver high-quality products and services that exceed expectations.

With COLETEK by your side, you can rest assured that your project is in capable hands. We understand the importance of getting it right the first time, which is why we're relentless in our pursuit of perfection. Our expertise spans a wide range of industries and sectors, including those based in Eganstown, Victoria, Australia, making us an excellent partner for businesses seeking to establish a strong foundation or drive sustainable growth.

So why wait? If you're a business owner or technical decision-maker looking for a trusted partner to help you achieve your goals, look no further than COLETEK. Based in Eganstown, Victoria, Australia, with national reach and expertise, we're poised to support your journey every step of the way.